Predicting at-risk opioid use three months after ed visit for trauma: Results from the AURORA study

• Brittany E. Punches ,

  Roles Conceptualization, Project administration, Resources, Supervision, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: Punches.5@osu.edu

  Affiliations College of Nursing, The Ohio State University, Columbus, OH, United States of America, Department of Emergency Medicine College of Medicine, The Ohio State University, Columbus, OH, United States of America

  https://orcid.org/0000-0002-7546-1966

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• Uwe Stolz,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Visualization, Writing – original draft

  Affiliation Department of Emergency Medicine, University of Cincinnati, Cincinnati, OH, United States of America

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• Caroline E. Freiermuth,

  Roles Conceptualization, Writing – original draft

  Affiliations Department of Emergency Medicine, University of Cincinnati, Cincinnati, OH, United States of America, Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, OH, United States of America

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• Rachel M. Ancona,

  Roles Conceptualization, Data curation, Formal analysis, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, United States of America

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• Samuel A. McLean,

  Roles Conceptualization, Data curation, Funding acquisition, Methodology, Resources, Supervision, Visualization, Writing – review & editing

  Affiliations Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America, Department of Anesthesiology, Institute for Trauma Recovery, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America

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• Stacey L. House,

  Roles Data curation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, United States of America

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• Francesca L. Beaudoin,

  Roles Data curation, Investigation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine & Department of Health Services, Policy, and Practice, The Alpert Medical School of Brown University, Rhode Island Hospital and The Miriam Hospital, Providence, RI, United States of America

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• Xinming An,

  Roles Data curation, Investigation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America

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• Jennifer S. Stevens,

  Roles Data curation, Investigation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, United States of America

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• Donglin Zeng,

  Roles Data curation, Investigation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, United States of America

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• Thomas C. Neylan,

  Roles Data curation, Investigation, Methodology, Resources, Writing – review & editing

  Affiliation Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, CA, United States of America

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• Gari D. Clifford,

  Roles Data curation, Investigation, Methodology, Resources, Writing – review & editing

  Affiliations Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, United States of America, Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States of America

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• Tanja Jovanovic,

  Roles Data curation, Investigation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MA, United States of America

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• Sarah D. Linnstaedt,

  Roles Data curation, Investigation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America

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• Laura T. Germine,

  Roles Data curation, Investigation, Methodology, Resources, Writing – review & editing

  Affiliations Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, United States of America, The Many Brains Project, Belmont, MA, United States of America, Department of Psychiatry, Harvard Medical School, Boston, MA, United States of America

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• Kenneth A. Bollen,

  Roles Investigation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Psychology and Neuroscience & Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America

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• Scott L. Rauch,

  Roles Data curation, Investigation, Methodology, Resources, Writing – review & editing

  Affiliations Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, United States of America, Department of Psychiatry, Harvard Medical School, Boston, MA, United States of America, Department of Psychiatry, McLean Hospital, Belmont, MA, United States of America

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• John P. Haran,

  Roles Investigation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA, United States of America

  ⨯
• Alan B. Storrow,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, United States of America

  ⨯
• Christopher Lewandowski,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, Henry Ford Health System, Detroit, MI, United States of America

  https://orcid.org/0000-0001-8297-0024

  ⨯
• Paul I. Musey Jr.,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, United States of America

  ⨯
• Phyllis L. Hendry,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, United States of America

  ⨯
• Sophia Sheikh,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, United States of America

  https://orcid.org/0000-0003-1939-3126

  ⨯
• Christopher W. Jones,

  Roles Investigation, Methodology, Writing – review & editing

  Affiliation Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ, United States of America

  ⨯
• Michael C. Kurz,

  Roles Investigation, Methodology, Writing – review & editing

  Affiliations Department of Emergency Medicine, University of Alabama School of Medicine, Birmingham, AL, United States of America, Department of Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham, AL, United States of America, Center for Injury Science, University of Alabama at Birmingham, Birmingham, AL, United States of America

  ⨯
• Nina T. Gentile,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States of America

  ⨯
• Meghan E. McGrath,

  Roles Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, Boston Medical Center, Boston, MA, United States of America

  ⨯
• Lauren A. Hudak,

  Roles Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, United States of America

  ⨯
• Jose L. Pascual,

  Roles Resources, Writing – review & editing

  Affiliations Department of Surgery, Department of Neurosurgery, University of Pennsylvania, Pennsylvania, PA, United States of America, Perelman School of Medicine, University of Pennsylvania, Pennsylvania, PA, United States of America

  ⨯
• Mark J. Seamon,

  Roles Resources, Writing – review & editing

  Affiliations Perelman School of Medicine, University of Pennsylvania, Pennsylvania, PA, United States of America, Department of Surgery, Division of Traumatology, Surgical Critical Care and Emergency Surgery, University of Pennsylvania, Pennsylvania, PA, United States of America

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• Erica Harris,

  Roles Resources, Writing – review & editing

  Affiliations Department of Emergency Medicine, Einstein Healthcare Network, Pennsylvania, PA, United States of America, Department of Emergency Medicine, Sidney Kimmel Medical College, Thomas Jefferson University, Pennsylvania, PA, United States of America

  ⨯
• Anna M. Chang,

  Roles Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, Jefferson University Hospitals, Pennsylvania, PA, United States of America

  ⨯
• Claire Pearson,

  Roles Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, Wayne State University, Detroit, MA, United States of America

  ⨯
• David A. Peak,

  Roles Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States of America

  ⨯
• Roland C. Merchant,

  Roles Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, Brigham and Women’s Hospital, Boston, MA, United States of America

  ⨯
• Robert M. Domeier,

  Roles Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ypsilanti, MI, United States of America

  ⨯
• Niels K. Rathlev,

  Roles Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, United States of America

  ⨯
• Brian J. O’Neil,

  Roles Resources, Writing – review & editing

  Affiliation Department of Emergency Medicine, Wayne State University, Detroit, MA, United States of America

  ⨯
• Leon D. Sanchez,

  Roles Resources, Writing – review & editing

  Affiliations Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States of America, Department of Emergency Medicine, Harvard Medical School, Boston, MA, United States of America

  ⨯
• Steven E. Bruce,

  Roles Resources, Writing – review & editing

  Affiliation Department of Psychological Sciences, University of Missouri—St. Louis, St. Louis, MO, United States of America

  ⨯
• Robert H. Pietrzak,

  Roles Resources, Writing – review & editing

  Affiliations National Center for PTSD, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, United States of America, Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States of America

  ⨯
• Jutta Joormann,

  Roles Resources, Writing – review & editing

  Affiliation Department of Psychology, Yale School of Medicine, New Haven, CT, United States of America

  ⨯
• Deanna M. Barch,

  Roles Resources, Writing – review & editing

  Affiliation Department of Psychological & Brain Sciences, Washington University in St. Louis, MO, United States of America

  ⨯
• Diego A. Pizzagalli,

  Roles Resources, Writing – review & editing

  Affiliations Department of Psychiatry, Harvard Medical School, Boston, MA, United States of America, Division of Depression and Anxiety, McLean Hospital, Belmont, MA, United States of America

  ⨯
• Jordan W. Smoller,

  Roles Resources, Writing – review & editing

  Affiliations Department of Psychiatry, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, United States of America, Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, United States of America

  ⨯
• Beatriz Luna,

  Roles Resources, Writing – review & editing

  Affiliation Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States of America

  ⨯
• Steven E. Harte,

  Roles Methodology, Resources, Writing – review & editing

  Affiliations Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, United States of America, Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, MI, United States of America

  ⨯
• James M. Elliott,

  Roles Resources, Writing – review & editing

  Affiliations Kolling Institute, University of Sydney, St Leonards, New South Wales, Australia, Faculty of Medicine and Health, University of Sydney, Northern Sydney Local Health District, New South Wales, Australia, Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America

  https://orcid.org/0000-0002-8890-6012

  ⨯
• Ronald C. Kessler,

  Roles Data curation, Investigation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Health Care Policy, Harvard Medical School, Boston, MA, United States of America

  ⨯
• Kerry J. Ressler,

  Roles Conceptualization, Investigation, Methodology, Resources, Writing – review & editing

  Affiliations Department of Psychiatry, Harvard Medical School, Boston, MA, United States of America, Division of Depression and Anxiety, McLean Hospital, Belmont, MA, United States of America

  ⨯
• Karestan C. Koenen,

  Roles Conceptualization, Data curation, Resources, Writing – review & editing

  Affiliation Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, United States of America

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•  [ ... ],
• Michael S. Lyons

  Roles Conceptualization, Formal analysis, Methodology, Resources, Supervision, Visualization, Writing – original draft

  Affiliations Department of Emergency Medicine, University of Cincinnati, Cincinnati, OH, United States of America, Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, OH, United States of America

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